He stared at the blank screen, the cursor blinking mockingly. The deadline loomed, yet his creativity had evaporated, much like Professor Davies. A week ago, he'd been brimming with ideas, fueled by their collaborative brainstorming sessions. Now, he felt leaden, his mind a stagnant pool. He’d gone to the lab, expecting to find Davies hunched over a microscope, but the room was pristine, deserted.

He rubbed his temples, a dull ache throbbing behind his eyes. He’d looked forward to those meetings, those hours spent unraveling the mysteries of the universe with him. He hadn't realized how much he'd relied on the old man's steady presence, his quiet encouragement. Now, he was adrift, utterly alone in the vast expanse of his project.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322